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Effects of PAHs on the early life stages of aquaculture fishes 多环芳烃对水产养殖鱼类生命早期的影响
Pub Date : 2017-11-09 DOI: 10.4172/2161-0525-C1-009
Seong-Dae Moon, Kyungjin Lee, Hyemin Kim, Jung-Suk Lee
This study evaluated the ecological risk assessment of heavy metals in cassava mill effluents contaminated soil in rural community in the Niger Delta region of Nigeria. Secondary data was used for the ecological risk assessment. Two background scenarios i.e. geometric mean (BGM) and median mean (BMM) was used as the reference value. The heavy metals that were assessed for ecological risk include viz: Cr, Zn, Cu, Co, Ni, Mn, Pb and Cd. 50% of mean detected individual heavy metals were considered for the location that was not detected. Assessment of the ecological risk was carried out following well established protocol. The results of the potential ecological risk (ER), Ecological risk index (ERI) and Monomial potential ecological risk (MPER) of heavy metals showed low risk under both scenarios except for Cd in one of the locations that showed moderate risk for MPER under both background scenarios in wet season. The distribution of the heavy metals based on potential ecological risk were in the order; Cd > Ni > = Pb > Co > Cu> Cr > Mn = Zn (BMM) and Cd > Pb > Ni = Co > Cu = Cr > Mn > Zn (BGM) for wet season and Cd > Pb = Ni = Cu > Co > Cr > Mn = Zn (BMM) and Cd > Pb > Cu = Co > Ni > Cr > Mn = Zn for dry season. The study showed low ecological risk associated with cassava mill discharged into the environment. cassava mill effluents on soil
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引用次数: 30
Evaluation of Leachate Contamination Index Obtained from Dumpsite in Onitsha, Nigeria 尼日利亚奥尼察垃圾场渗滤液污染指数评价
Pub Date : 2017-10-30 DOI: 10.4172/2161-0525.1000525
E. Michael
Physico-chemical and microbiological parameters were analyzed in leachate sample obtained at different locations (Obosi public dumpsite, groundwater and agricultural soil farmland 45.6 km from Onitsha dumpsite). This is to assess the impact of leachate and the effect of heavy metals on agricultural produce, Zea mays and Phaseolus vulgaris. In addition, pH values and the concentrations of these metals (Cd, Ag, Al, Mo, As, Hg, Mn, Zn, Cu, Hi, Cr, Mg, Fe, Pb and Co) in dumpsite leachate, agricultural soil collected from a depth of 10 cm were assessed. The pH of the experimental samples ranged from 6.41-7.15. The analysis of samples for heavy metals revealed very high concentrations of Mg (14.20-20.23 ppm), Hg (0.002-2.29 ppm), Pb (0.09-0.65 ppm), Cd (0.001-0.53 ppm), but Al and As were not detected in most of the samples. Physiochemical parameters (Total dissolved Solid, Temperature, Conductivity, Turbidity, Cation Exchange Capacity, Color, Total Organic Carbon and Particle size) and Microbiological parameters (Total heterotrophic bacterial and fungal count) were analyzed using standard methods. The microbial enumeration showed heterotrophic bacterial and fungal count ranging from 12 × 105 to 2 × 105 cfu/ml for leachate and ground water samples. Heterotrophic fungal count ranged from 3 × 105 to 8 × 105 cfu/ml for leachate and ground water. Culture plate, structural form and biochemical characterization conducted on these isolates using Bergey's manual of determinative bacteriology. Fungal atlas was used to suggest possible identities of the fungal isolates. These isolates were molecularly identified by 16 S rDNA and ITS rDNA sequence analysis for bacterial and fungal isolates respectively. The bacterial identities were Lysinibacillus fusiformis and Klebsiella pneumoniae, while fungal isolates were identified as Aspergillus tamarii, and Aspergillus fumigatus. The leachate generated from Obosi overburden dumpsite has the potential to pollute the surrounding water.
对不同地点(Obosi公共垃圾场、地下水和距Onitsha垃圾场45.6 km的农业土壤农田)的渗滤液进行了理化和微生物学参数分析。本文旨在评价渗滤液和重金属对农产品、玉米和菜豆的影响。此外,pH值和这些金属(Cd、Ag、Al、Mo、As、Hg、Mn、Zn、Cu、Hi、Cr、Mg、Fe、Pb和Co)在垃圾场渗滤液和10 cm深度的农业土壤中的浓度进行了评估。实验样品的pH值为6.41 ~ 7.15。样品中重金属含量为Mg (14.20 ~ 20.23 ppm)、Hg (0.002 ~ 2.29 ppm)、Pb (0.09 ~ 0.65 ppm)、Cd (0.001 ~ 0.53 ppm),大部分样品中未检出Al和As。理化参数(总溶解固形物、温度、电导率、浊度、阳离子交换容量、颜色、总有机碳和粒径)和微生物参数(总异养细菌和真菌数量)采用标准方法进行分析。微生物计数显示,渗滤液和地下水的异养细菌和真菌数量在12 × 105 ~ 2 × 105 cfu/ml之间。渗滤液和地下水的异养真菌计数范围为3 × 105 ~ 8 × 105 cfu/ml。利用Bergey的测定细菌学手册对这些分离物进行了培养板、结构形式和生化表征。利用真菌图谱对分离的真菌进行鉴定。通过16s rDNA和ITS rDNA序列分析分别对细菌和真菌分离物进行了分子鉴定。细菌鉴定为梭状芽胞杆菌和肺炎克雷伯菌,真菌鉴定为柽柳曲霉和烟曲霉。奥博西堆积场产生的渗滤液具有污染周边水体的潜力。
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引用次数: 3
Effects of Rainfall in Kunming on the Growth and Alkaline Phosphatase Activity of the Cyanobacterium Microcystis aeruginosa 昆明降雨对铜绿微囊藻生长及碱性磷酸酶活性的影响
Pub Date : 2017-10-29 DOI: 10.4172/2161-0525.1000521
Zi-cheng Xu, Yuanan Wang, Xiaoxue Ma, Shoubing Wang
The effects of rainwater on freshwater ecosystems have received increasing attention worldwide. Alkaline phosphatase activity (APA) affects the biochemical cycles of phosphorus in the water, thereby affecting the proliferation and outbreak of cyanobacteria blooms. However, it is still unclear whether the complex composition of rainwater has a significant effect on the alkaline phosphatase activity. In this study, the effects of rainfall on Microcystis aeruginosa in Kunming were evaluated based upon changes in alkaline phosphatase activity, algal growth, and chlorophyll a. The results showed that the addition of rainwater brought about different changes in alkaline phosphatase activity, algal growth, and chlorophyll a. The general trend showed that a certain amount of rainwater (equivalent to light, moderate rain, and heavy levels) had a positive effect on the alkaline phosphatase activity, algal growth, and chlorophyll a in the cultivation system. Therefore, the following preliminary inference can be drawn: in the Kunming area, a certain amount of rainwater may promote the growth of blue-green algae, exacerbating an outbreak of cyanobacteria blooms.
雨水对淡水生态系统的影响日益受到世界各国的重视。碱性磷酸酶活性(APA)影响水体中磷的生化循环,从而影响蓝藻华的繁殖和爆发。然而,雨水的复杂成分是否对碱性磷酸酶活性有显著影响尚不清楚。本研究从碱性磷酸酶活性、藻类生长和叶绿素a的变化来评价降雨对昆明地区铜绿微囊藻的影响。结果表明,雨水的添加对碱性磷酸酶活性、藻类生长和叶绿素a的变化有不同程度的影响。总体趋势表明,一定量的雨水(相当于小雨、中雨、对培养体系中碱性磷酸酶活性、藻类生长和叶绿素a均有正向影响。因此,可以得出以下初步推论:在昆明地区,一定量的雨水可能会促进蓝绿藻的生长,加剧蓝藻华的爆发。
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引用次数: 0
Determination of Nine Hydroxylated Polybrominated Diphenyl Ethers and Forty Polybrominated Diphenyl Ethers in Atmospheric Fine Particles by Precolumn Derivatization-GC-MS/GC 柱前衍生-气相色谱-质谱/气相色谱法测定大气细颗粒物中9种羟基化多溴联苯醚和40种多溴联苯醚
Pub Date : 2017-10-20 DOI: 10.4172/2161-0525.1000518
Peng-Yan Liu, Yunfeng Xu, Xiaobing Wang, Zhansheng Li, Gu Jing
Environmental context: Hydroxylated polybrominated diphenyl ethers (OH-PBDEs) and polybrominated diphenyl ethers (PBDEs) in PM2.5 can be toxic to humans and ecosystems, because they will show endocrine disrupting activity. It is thus important to understand the contamination level of PBDEs and OH-PBDEs in PM2.5. In this paper, a method has been applied to the analysis and separation of trace PBDEs and OH-PBDEs in PM2.5, in order to understand the pollution levels, migration and transformation of PBDEs/OH-PBDEs in PM2.5. In this study, we demonstrate a method for simultaneously analyzing 9 OH-PBDEs and 40 PBDEs existed in PM2.5. Quantitative analysis was conducted by using gas chromatography (GC) and gas chromatography–mass spectrometry (GC–MS) combined with a precolumn derivatization. To achieve accurate detection, the extraction solvents and cleanup condition were optimized. The working curves were obtained via dissolving standards in blank matrix extracts. The linear range of 9 OH-PBDEs was from 15 pg m-3 to 3875 pg m-3, and limits of detection and quantification ranged from 4.95 pg m-3 to 24.33 pg m-3 and 16.48 pg m-3 to 81.09 pg m-3, respectively. The linear range of 40 PBDEs was from 1.25 pg m-3 to 5000 pg m-3, and limits of detection and quantification ranged from 0.37 pg m-3 to 38.19 pg m-3 and 1.25 pg m-3 to 127.29 pg m-3, respectively. The results showed that the recoveries were in the range of 72.1%-104.7% and the relative standard deviations were less than 13.6%. This method was suitable for simultaneous analysis of PBDEs and OH-PBDEs in PM2.5 with the advantages of high sensitivity, time saving and easy operation. The applicability of the method has been successfully validated on atmospheric samples collected in Baoding, China. Six PBDEs and five OH-PBDEs were detected in all the samples. Among the detected PBDEs and OH-PBDEs, detection rate of BDE-47, BDE-99, BDE-100 and BDE-209 were relatively higher than that of others. The results indicated that the concentration of BDE-209 might be affected by the concentration of PM2.5.
环境背景:PM2.5中的羟基化多溴二苯醚(OH-PBDEs)和多溴二苯醚(PBDEs)可能对人类和生态系统有毒,因为它们会显示内分泌干扰活性。因此,了解PM2.5中多溴二苯醚和oh -多溴二苯醚的污染程度非常重要。本文采用分析分离PM2.5中痕量PBDEs和OH-PBDEs的方法,了解PM2.5中PBDEs/OH-PBDEs的污染程度、迁移和转化。在本研究中,我们展示了同时分析PM2.5中存在的9个OH-PBDEs和40个PBDEs的方法。采用气相色谱法(GC)、气相色谱-质谱法(GC - ms)结合柱前衍生法进行定量分析。为达到准确检测,对提取溶剂和清洗条件进行了优化。通过空白基质萃取物溶出标准品得到工作曲线。9种OH-PBDEs的线性范围为15 ~ 3875 pg m-3,检测限和定量限分别为4.95 ~ 24.33 pg m-3和16.48 ~ 81.09 pg m-3。40种多溴二苯醚的线性范围为1.25 ~ 5000 pg - m-3,检测限和定量限分别为0.37 ~ 38.19 pg - m-3和1.25 ~ 127.29 pg - m-3。结果表明,加样回收率在72.1% ~ 104.7%范围内,相对标准偏差小于13.6%。该方法具有灵敏度高、省时、操作简便等优点,适用于PM2.5中PBDEs和OH-PBDEs的同时分析。该方法的适用性已在中国保定地区的大气样品上得到验证。在所有样品中检测到6种多溴二苯醚和5种oh -多溴二苯醚。在检测的多溴二苯醚和oh -多溴二苯醚中,BDE-47、BDE-99、BDE-100和BDE-209的检出率相对较高。结果表明,BDE-209的浓度可能受到PM2.5浓度的影响。
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引用次数: 0
Influence of Different Soil Moisture Content on Plant Configuration for the Submerged Area of Shifosi Reservoir, China 石佛寺水库淹没区不同土壤含水量对植物形态的影响
Pub Date : 2017-10-20 DOI: 10.4172/2161-0525.1000517
B. Yan, M. Hong, Chengjiu Guo, Shengchao Yan
To propose a reasonable configuration of plant measures and specific planning to improve the soil quality and the surrounding ecological environment of submerged area in Shifosi reservoir, we analyzed the soil moisture content and other key physical properties such as bulk density, maximum water-holding capacity, capillary water-holding capacity, field capacity and porosity of the submerged area. Soil samples were collected within 500 m scope from the auxiliary dam and tested using test methods in compliance with the national standard LY/T1215-1999. The correlation analysis showed that a highly significant correlation existed between the moisture content with other physical properties. The capillary water-holding capacity had the highest correlation with the soil water content, followed by the maximum waterholding capacity, porosity, field capacity, and bulk density. As the changes in soil moisture content may affect the variation of other physical properties, the immersion area was divided into three regions according to their soil water contents. In region 1, the moisture content was between 23.08% and 32.96%; in region 2, the moisture content was between 21.18% and 23.08%; and in region 3, the moisture content was below 19.85%. In each region, the adaptive plant measures and configurations were put forward on the basis of natural, social and economic conditions, as well as vegetation status. In region 1, the selected tree was Salix matsudana, shrub was Forsythia mandshurica, and suitable herb was Iris lactea var. chinensis. In region 2, the proper tree was Fraxinus velutina, shrub was Amorpha fruticosa, and herb was Festuca arundinacea. In region 3, the suitable tree was Pinus tabulaeformis var. mukdensis, shrub was Lespedeza bicolor, and herb was Eleocharis yokoscensis. The rational allocation of vegetation may prevent soil erosion, contribute to the full use of the land of the submerged area, achieve optimization of social, economic, and ecological benefits, and provide a reference for plant configuration of other reservoirs in Liaoning Province, China.
为提出改善石佛寺水库沉区土壤质量和周边生态环境的合理配置植物措施和具体规划,分析了沉区土壤含水量及容重、最大持水量、毛管持水量、田容量、孔隙度等关键物理性质。在距副坝500 m范围内采集土样,采用国家标准LY/T1215-1999的试验方法进行试验。相关分析表明,水分含量与其他物性之间存在极显著的相关关系。毛管持水量与土壤含水量的相关性最高,其次是最大持水量、孔隙度、田间容量和容重。由于土壤含水量的变化会影响其他物理性质的变化,因此根据土壤含水量将浸水区划分为三个区域。1区含水率在23.08% ~ 32.96%之间;2区含水率在21.18% ~ 23.08%之间;3区含水率在19.85%以下。根据各区域的自然条件、社会经济条件和植被状况,提出了适应性植物措施和配置。区域1选择乔木为松柳,灌木为连翘,适宜草本植物为鸢尾花。2区适宜乔木为绒曲柳,灌木为紫穗槐,草本为羊茅。3区适宜乔木为油松,灌木为双色胡枝子,草本植物为横叶菖蒲。植被的合理配置可以防止水土流失,有利于充分利用淹没区土地,实现社会效益、经济效益和生态效益的优化,为辽宁省其他水库的植物配置提供参考。
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引用次数: 0
Impacts of Artisanal Refining Activities on Soil and Water Quality in Parts of Okrika and Ogu-Bolo Areas of Rivers State, Nigeria 尼日利亚河流州Okrika和Ogu-Bolo部分地区手工精炼活动对土壤和水质的影响
Pub Date : 2017-09-22 DOI: 10.4172/2161-0525.1000503
Nwankwoala Ho, Harry Mt, Amangabara Gt, T. Warmate
This study aims at the assessment of the impacts of artisanal refining of crude on soil and water quality in parts of Okrika and Ogu-Bolo areas of Rivers State, Nigeria. Standard sampling methods were used in the study. A total number of sixteen (16) sampling points were selected using random sampling techniques for the water points and soil samples within Ogu-Bolo and Okrika. Water and soil samples were analyzed in the laboratory using standard methods. The ArcGIS version 10.3, ENVI version 4.7, Surfer 10, SPSS 22 and Microsoft Enterprise were used for the interpretation. The Digital Elevation Model (DEM) was created from the elevation data obtained from Short Radar Thematic Mapper (SRTM) satellite image and contour extracted from the topographic map. The influence of the soil type, slope, flow accumulation and flow direction of the study area was used to delineate the level of contaminant plume. This was generated from the DEM using the ArcGIS 10.3 3-D analyst tool function. A water Quality index rating of 1 was measured in the study area which is an indication that the water is very bad. Also, the physio-chemical analysis on soil and water revealed poor water and soil. Water analysis showed high concentration of Fe and Zn which made the water in such area unsuitable for drinking. Also, the soil samples recorded high levels of crude content from 1 m, with concentration reducing with depth up to 3 m. A general contamination map of Okrika/Ogu-Bolo was modelled, indicating the contamination rating of total land mass of the study area, with 23.59 km (5.71%) rated very good, while 85.65 km (20.71%) were rated good. Also, 140.37 km (33.95%) had only showed moderate level of contamination while 112.56 km (27.22%) recorded bad level of contamination, with 51.29 km (12.40%) of the total land mass having very bad contamination record. Water quality assessment should be carried out regularly to determine any future pollution of the water. It is recommended that artisanal refining activities in the area should be discouraged to avoid further contamination in the area.
这项研究的目的是评估手工提炼原油对尼日利亚河流州奥克里卡和奥古-博洛地区部分地区土壤和水质的影响。本研究采用标准抽样方法。采用随机抽样技术对奥古-博洛和奥克里卡地区的水样点和土壤样点进行抽样,共选取16个采样点。水和土壤样品在实验室使用标准方法进行分析。采用ArcGIS 10.3、ENVI 4.7、Surfer 10、SPSS 22、Microsoft Enterprise等软件进行解译。数字高程模型(DEM)是利用SRTM卫星影像获取的高程数据和地形图提取的等高线建立的。利用研究区土壤类型、坡度、流量积累和流向的影响来划定污染物羽流水平。这是使用ArcGIS 10.3三维分析工具功能从DEM生成的。研究区水质指数为1,表明水质很差。土壤和水理化分析也显示出土壤和水的贫瘠。水质分析表明,该地区水质铁、锌含量高,不宜饮用。此外,土壤样品从1米开始就记录了高水平的原油含量,浓度随着深度的增加而降低,直至3米。建立了Okrika/Ogu-Bolo总体污染图,显示了研究区总陆地面积的污染等级,其中23.59 km(5.71%)为非常好,85.65 km(20.71%)为良好。140.37公里(33.95%)为中度污染,112.56公里(27.22%)为重度污染,51.29公里(12.40%)为重度污染。应定期进行水质评估,以确定未来是否会对水质造成污染。建议不鼓励该地区的手工精炼活动,以避免该地区进一步受到污染。
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引用次数: 8
Recovery of Alumina from Coal Fly Ash by CaCl2 Calcination Followed byH2SO4 Leaching CaCl2煅烧- h2so4浸出法从粉煤灰中回收氧化铝
Pub Date : 2017-09-01 DOI: 10.4172/2161-0525.1000427
Yinglong Sun, Zhenkai Liang, Fang Sun, Shichao He, Mingming He, Bangda Wang, Yi Wang
In this paper, a calcination-leaching method by using CaCl2 and H2SO4 to recover alumina from coal fly ash (CFA) is developed. The process conditions including the parameters of CaCl2 content, calcination temperature and time, acid concentration and leaching time are studied. Heat treatment under 900°C for 1 h of the ash with 80 wt.% CaCl2 significantly enhances the alumina leachability (>96.6%) in comparison with the directing acid-leaching (2.31-4.78%) method. The recovery rate increases dramatically with the increasing of CaCl2 content from 20% to 80%, and a H2SO4 leaching time from 10 minutes to 1 hour as well, but it remains near constantly as the increasing of CaCl2 dosage >80% or acid-leaching time >1 h. The reaction mechanism is studied by X-ray diffraction (XRD) analysis to determine the crystalline phases change. The results indicate that quartz, mullite and amorphous phases have been destroyed after calcination with CaCl2 and transformed to gehlenite, calcium aluminum silicate, andradite, wollastonite and mayenite, which are susceptible to acid leaching. The mineralogical characteristics of roasted clinker indicate that molten CaCl2 can promote the incorporation of Ca into silica and silicates and result in the progressive susceptibility to acid attack. The potential chemical reactions during calcinating and leaching processes are also studied via chemical equations. The reuse and resource of coal fly ash can reduce the environmental impact of ash heap and the heavy metal pollution to the surrounding environment.
本文研究了用CaCl2和H2SO4煅烧-浸出法从粉煤灰中回收氧化铝。研究了CaCl2含量、煅烧温度和时间、酸浓度、浸出时间等工艺条件。与直接酸浸法(2.31-4.78%)相比,用80 wt.%的CaCl2对灰分在900℃下热处理1 h显著提高了氧化铝的浸出率(>96.6%)。当CaCl2含量从20%增加到80%,H2SO4浸出时间从10 min增加到1 h时,回收率急剧增加,但当CaCl2用量增加到bbb80 %或酸浸时间>h时,回收率基本保持不变。通过x射线衍射(XRD)分析了反应机理,确定了晶相的变化。结果表明:石英、莫来石和无定形相在CaCl2煅烧后被破坏,转化为辉长石、硅酸钙铝、安长石、硅灰石和镁辉石,易发生酸浸。焙烧熟料的矿物学特征表明,熔融的CaCl2可以促进Ca向二氧化硅和硅酸盐的掺入,导致熟料对酸侵蚀的敏感性逐渐增强。通过化学方程研究了煅烧和浸出过程中可能发生的化学反应。粉煤灰的再利用和资源化可以减少粉煤灰堆对环境的影响和对周围环境的重金属污染。
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引用次数: 9
Determination of Heavy Metals in Water, Fish and Sediment from Ureje Water Reservoir 乌热水库水、鱼和沉积物中重金属的测定
Pub Date : 2017-07-28 DOI: 10.4172/2161-0525.1000486
Adebayo Ia
The concentrations of Iron (Fe), Copper (Cu), Zinc (Zn), Lead (Pb), Cadmium (Cd), Chromium (Cr) and Manganese (Mn) in water, sediment and selected fish samples from Ureje water reservoir, Ado Ekiti, were determined using Atomic Absorption Spectrophotometer (AAS). A total of three samples each of water, sediment, fishes (Hemichromis fasciatus and Hepsetus odoe) were collected and analyzed for heavy metals. Data obtained were subjected to analysis of variance (ANOVA) test at 0.05%. The results showed higher levels of Zn (13.08 ± 0.45 mg/g) and Fe (2.10 ± 0.56 mg/g) in fish in comparison with other heavy metals examined. Chromium has exceeded the toxicity threshold in the muscle of the fishes in line with W.H.O standards in food. Cadmium was not detected in soil, while other elements detected were in trace amount below the Environmental Protection Agency allowable limits in soil. In water, except for Fe (1.25 ± 0.02) mg/l, other metals were below allowable limit in water with reference to the World Health Organization’s recommendation. This finding indicates that the water is safe for both aquatic life and man.
采用原子吸收分光光度法(AAS)测定了阿多埃基蒂乌列耶水库水、沉积物和鱼样品中铁(Fe)、铜(Cu)、锌(Zn)、铅(Pb)、镉(Cd)、铬(Cr)和锰(Mn)的浓度。采集水体、沉积物、鱼类(fasciatus Hemichromis和Hepsetus odoe)各3份样品,进行重金属分析。得到的数据进行0.05%的方差分析(ANOVA)检验。结果显示,与所检测的其他重金属相比,鱼体内锌(13.08±0.45 mg/g)和铁(2.10±0.56 mg/g)的含量更高。根据世界卫生组织的食品标准,鱼类肌肉中的铬含量已超过毒性阈值。土壤中未检出镉,其他微量元素均低于美国环境保护署(Environmental Protection Agency)允许的土壤含量限值。在水中,除铁(1.25±0.02)毫克/升外,其他金属均低于世界卫生组织建议的允许限量。这一发现表明,水对水生生物和人类都是安全的。
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引用次数: 24
Nano-Silica Modified by Hematoporphyrin for Determination Someof Traces Metals Ions (Cu(II), Zn(II) and Mn(II)) in Environmental andPharmaceutical Formula 血卟啉修饰纳米二氧化硅测定环境药品配方中痕量金属离子(Cu(II)、Zn(II)和Mn(II)
Pub Date : 2017-07-27 DOI: 10.4172/2161-0525.1000495
Esam Bakeir, S. Attaf, M. El-shahat
Recovering of heavy metal ions Zn(II), Cu(II) and Mn(II) in aqueous solution has been investigated using a novel nano silica modified by hemtaprophyrin. Nano sorbent was prepared by sol gel method. Transmission electron microscope and EDAX analysis showed the nano scale with porosity of a new sorbent. The proposed structure of modified silica with HP was predicted according to FTIR and elemental analysis. The new sorbent have good thermal stability. The phenomena of the sorbent sorption included the static studies such as pH and the Langmuir and Freundlish models were applied at equilibrium state. The linear regression analysis was Langmuir isotherm according to the values of relation coefficient (R2). The limit of detection (LOD) for Zn, Cu and Mn were 0.01, 0.12 and 0.03 μg L-1 respectively, within the analytical range 0.1-10 μgL-1. This method achieved highly precision for the samples of environmental and pharmaceutical formulations of % RSD less than 10%.
研究了一种新型纳米氧化硅对重金属离子Zn(II)、Cu(II)和Mn(II)的回收效果。采用溶胶-凝胶法制备纳米吸附剂。透射电镜和EDAX分析表明,新型吸附剂具有纳米尺度和孔隙度。利用红外光谱和元素分析对HP改性二氧化硅的结构进行了预测。新型吸附剂具有良好的热稳定性。吸附剂的吸附现象包括pH等静态研究,平衡状态下采用Langmuir和freundish模型。根据相关系数(R2)的值进行Langmuir等温线线性回归分析。Zn、Cu和Mn的检出限分别为0.01、0.12和0.03 μ L-1,在0.1 ~ 10 μ L-1的分析范围内。该方法对RSD < 10%的环境制剂和药物制剂样品具有较高的精密度。
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引用次数: 1
GA-SVM Applied in Assessing the Water Trophic State of South Lake Qujiang based on Multispectral RS 基于多光谱RS的GA-SVM在南湖曲江水体营养状态评价中的应用
Pub Date : 2017-07-25 DOI: 10.4172/2161-0525.1000494
A. Huo, Xiaolu Zheng, Guoliang Wang, Juan Xie, Dan Yu, Hong Wei, Xiaofan Wang
Eutrophication has become a major water quality problem in most urban landscape waters of the world. Despite extensive research over the last four to five decades, many of the key issues in eutrophication science remain unsolved. In this paper, based on Support Vector Machine (SVM) a new method was proposed to monitor and evaluate the water trophic state of Qujiang South Lake. SVM is suitable for a limited number of samples because of strong nonlinear mapping ability. Model parameters can be automatically chosen by Genetic Algorithm (GA) which contributes to advantages of the Genetic Algorithm- Support Vector Machine (GA-SVM) which has high precision in solving regression problems. Enhanced Thematic Mapper (ETM) data can be used to estimate the chlorophyll-a (Chl-a) concentration of the water body. The characteristic band ratio and SVM method are used to establish a model of Chl-a concentration through remote sensing. The comprehensive eutrophication condition can be evaluated by the remote sensing (RS) results. Results show that the prediction accuracy of the GA-SVM method is better than the retrieval results of the traditional statistical regression method and a neural network. Besides, RS retrieval results corresponded with the in situ measured values, indicating that the GA-SVM is effective. Furthermore, RS data can be free downloaded, so it is also economical than in situ measuring methods. The GA-SVM can also be used to assessment larger lake eutrophication.
富营养化已成为世界上大多数城市景观水体的主要水质问题。尽管在过去的四五十年里进行了广泛的研究,但富营养化科学中的许多关键问题仍未得到解决。本文提出了一种基于支持向量机(SVM)的曲江南湖水体营养状态监测与评价新方法。支持向量机具有较强的非线性映射能力,适用于有限数量的样本。遗传算法可以自动选择模型参数,这体现了遗传算法-支持向量机在求解回归问题时精度高的优点。Enhanced Thematic Mapper (ETM)数据可用于估算水体叶绿素a (Chl-a)浓度。利用特征波段比和支持向量机方法建立遥感Chl-a浓度模型。遥感结果可用于综合富营养化状况的评价。结果表明,GA-SVM方法的预测精度优于传统统计回归方法和神经网络的检索结果。RS反演结果与现场实测值基本一致,表明GA-SVM是有效的。此外,遥感数据可以免费下载,因此也比原位测量方法经济。GA-SVM也可用于大型湖泊富营养化评价。
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Journal of Environmental and Analytical Toxicology
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